APEX SKILL.md skillC
APEX from lzwei196/kiss-knowledge-infrastructure-for-scientific-simulation is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add lzwei196/kiss-knowledge-infrastructure-for-scientific-simulation/APEX@git:20261025.6ab57efPins git:20261025.6ab57ef in mdr.lock. Pin the fingerprint instead.
- Audit grade
- C, 14 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- lzwei196/kiss-knowledge-infrastructure-for-scientific-simulation
- Path
models/APEX/SKILL.md- Versions recorded
- 6
- Latest version
- git:20261025.6ab57ef, committed Oct 25, 2026
- First version recorded
- Aug 17, 2026
- Size
- 34,121 bytes
- Repository stars
- 190
- License
- MIT
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
> **MANDATORY EXECUTION POLICY** — READ BEFORE PROCEEDING > > You MUST run the **actual model binary or package** described in this document. > If the model fails to import, compile, or execute, you MUST: > 1. Check `diagnostics/triplets.yaml` for a matching error pattern > 2. Try the fix suggested in the triplet's `remedy` section > 3. If still failing, report the error to the user with full details > > You MUST NOT substitute a simplified Python formula, regression equation, > or hand-coded approximation in place of the real model. Doing so produces > scientifically invalid results and defeats the purpose of the KI. > > Before starting, run: `python preflight_check.py` (in this KI directory) > to verify that the model binary/package and required data are available. > > **DEBUGGING PROTOCOL** — When something goes wrong (model crashes, wrong output, > unexpected values), follow this order. Do NOT skip steps or write debug scripts: > 1. **Check triplets** — `diagnostics/triplets.yaml` may already cover this error > 2. **Check the XLSM editor** — `reference/apexeditorrev2203.xlsm` contains the > EXACT format specification for every APEX input file (APEXCONT.DAT, OPC, SOL, …
Read the whole file at its exact version.
How to install
mdr add lzwei196/kiss-knowledge-infrastructure-for-scientific-simulation/APEX@sha256:55cbaf3dfb096e11The line at the top of this page pins the label git:20261025.6ab57ef, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_6d6cp67etimdskpq)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 6 versions of this file, between Aug 17, 2026 and Oct 25, 2026, about one every 14 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261025.6ab57ef latest | 2026-10-25 | 6ab57ef | 34,121 B | C | view · diff |
| git:20260826.6c18863 | 2026-08-26 | 6c18863 | 34,685 B | C | view · diff |
| git:20260822.44ac486 | 2026-08-22 | 44ac486 | 23,767 B | A | view · diff |
| git:20260819.ab78f51 | 2026-08-19 | ab78f51 | 23,960 B | A | view · diff |
| git:20260817.6859167 | 2026-08-17 | 6859167 | 24,006 B | A | view · diff |
| git:20260817.960ae14 | 2026-08-17 | 960ae14 | 23,540 B | C | view |
Audit of the latest version
- fail: Frontmatter block present
- fail: Frontmatter declares a name
- fail: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (34121 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.
Source
lzwei196/kiss-knowledge-infrastructure-for-scientific-simulation · 190 stars · license MIT · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_6d6cp67etimdskpq GET https://markdownregistry.com/api/v1/resolve?ref=lzwei196/kiss-knowledge-infrastructure-for-scientific-simulation/APEX GET https://markdownregistry.com/api/v1/blob/55cbaf3dfb096e11def1ae41032c539421db2e70ede0d95717ce3c65162be615
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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